in parallel with

USAGE SUMMARY

"in parallel with" is a correct phrase and can be used in written English.
It is most often used to describe two things or concepts that are happening or existing side-by-side. For example, "The company increased their investment in research and development in parallel with their expansion into new markets."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Running tasks in parallel with 4 processors.

Harvard University

It could happen in parallel with a sugary drinks tax.

The Guardian - Business

This runs in parallel with the main procurement".

The Guardian - Tech

They are evaluating that in parallel with the sales process.

The Guardian - Business

Experiments were performed in parallel with DMSO vehicle control.

Nature

The encoder was placed in parallel with the pendulum's bracket.

Cornell University

Notice how the facade bends in parallel with the canal.

Independent

Negotiations often take place in parallel with combat.

The Economist

Perhaps track total pounds lost in parallel with funds earned.

TechCrunch

This will continue in parallel with the Corktown campus development.

TechCrunch

Basically GPU works in parallel with ALUs.

Human-centric Computing and Information Sciences

Expert writing Tips

Best practice

Use "in parallel with" to clearly indicate that two or more processes, events, or developments are occurring simultaneously and are related in some way. This avoids ambiguity and improves clarity in your writing.

Common error

Avoid implying causation when using "in parallel with". Just because two events occur simultaneously does not mean one causes the other. Ensure your writing reflects correlation only, unless causation is explicitly proven.

Linguistic Context

Prepositional Phrase: The phrase "in parallel with" functions as a prepositional phrase, modifying a verb or noun to indicate simultaneity or correspondence. Ludwig examples showcase its use in describing events or processes that occur at the same time, indicating a relationship between them.

Expression frequency: Very common

Frequent in

Science

40%

News & Media

35%

Academia

20%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In conclusion, "in parallel with" is a grammatically correct and very common prepositional phrase used to indicate that two or more events or processes are occurring simultaneously and are often related. Ludwig AI confirms its validity for use in written English. It is frequently found in scientific, news media, and academic contexts, denoting a neutral register suitable for a variety of writing styles. When using this phrase, be mindful of the potential to imply causation incorrectly and consider alternatives such as "concurrently with" or "simultaneously with" to fine-tune your meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

concurrently with

Focuses on the timing of events happening at the same time.

simultaneously with

Emphasizes the exact temporal overlap of actions.

alongside with

Suggests a close association or progression together.

in conjunction with

Highlights a collaborative or combined action.

in tandem with

Implies a coordinated effort, often in a sequence.

correspondingly with

Indicates a relationship of direct correspondence or mirroring.

in sync with

Emphasizes harmony or alignment in timing or progression.

at the same time as

A straightforward expression of simultaneity.

coordinated with

Highlights actions being deliberately aligned or harmonized.

side by side with

Emphasizes physical or conceptual proximity and simultaneous occurrence.

FAQs

How can I use "in parallel with" in a sentence?

Use "in parallel with" to show that two or more things are happening or progressing at the same time. For example, "The company launched its new product line "in parallel with" an extensive marketing campaign".

What are some alternatives to "in parallel with"?

Alternatives include "concurrently with", "simultaneously with", or "alongside with", depending on the specific nuance you wish to convey.

Is it correct to use "in parallel to" instead of "in parallel with"?

"In parallel with" is the standard and more widely accepted form. While "in parallel to" might be understood, it is less common and can sound awkward to some readers.

How does "in parallel with" differ from "in conjunction with"?

"In parallel with" emphasizes the simultaneous occurrence of events, whereas "in conjunction with" suggests a collaborative or combined action. For example, "They developed the software "in parallel with" testing it" implies simultaneous activities, while "They used the software "in conjunction with" other tools" suggests a coordinated effort.